{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,4]],"date-time":"2025-11-04T10:42:11Z","timestamp":1762252931753,"version":"3.37.3"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/P010164\/1"],"award-info":[{"award-number":["EP\/P010164\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2901218","type":"journal-article","created":{"date-parts":[[2019,2,22]],"date-time":"2019-02-22T19:56:38Z","timestamp":1550865398000},"page":"26707-26720","source":"Crossref","is-referenced-by-count":8,"title":["A Low-Complexity Machine Learning Nitrate Loss Predictive Model\u2013Towards Proactive Farm Management in a Networked Catchment"],"prefix":"10.1109","volume":"7","author":[{"given":"Huma","family":"Zia","sequence":"first","affiliation":[{"name":"Department of Electronics and Computer Science, The University of Southampton, Southampton, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4122-2219","authenticated-orcid":false,"given":"Nick R.","family":"Harris","sequence":"additional","affiliation":[{"name":"Department of Electronics and Computer Science, The University of Southampton, Southampton, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Geoff V.","family":"Merrett","sequence":"additional","affiliation":[{"name":"Department of Electronics and Computer Science, The University of Southampton, Southampton, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark","family":"Rivers","sequence":"additional","affiliation":[{"name":"ClearWater Research and Management Pty, Ltd., Dudley Park, WA, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2009.12.039"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.2166\/hydro.2006.011"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2015.09.012"},{"article-title":"Empirical modeling and simulation for discharge dynamics enabling catchment-scale water quality management","year":"0","author":"zia","key":"ref32"},{"key":"ref31","article-title":"Water quality monitoring, control and management (WQMCM) framework using collaborative wireless sensor networks","author":"zia","year":"0","journal-title":"presented at the"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2013.05.001"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.5194\/hess-17-2669-2013"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1460412.1460442"},{"key":"ref35","article-title":"Enabling proactive agricultural drainage reuse for improved water quality through collaborative networks and low-complexity data-driven modelling","author":"zia","year":"2015","journal-title":"Ph D Dissertation"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/SAS.2015.7133592"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1084-0699(2004)9:6(491)"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2007.07.020"},{"journal-title":"NIST\/SEMATECH e-Handbook of Statistical Methods","year":"2010","author":"natrella","key":"ref63"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.2009.5355047"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1111\/j.1752-1688.2005.tb03740.x"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/s90604728"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-8137.2009.02811.x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0269-7491(99)00091-3"},{"article-title":"Nutrients in the nation&#x2019;s waters: Too much of a good thing?","year":"1996","author":"mueller","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2007.05.013"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1023\/A:1005834807873"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/S1462-9011(00)00082-4"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2010.12.011"},{"article-title":"Impacts of reuse irrigation on nutrient loadings and transport in urbanized drainage basins","year":"2012","author":"harper","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2005.09.003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1023\/A:1024859729505"},{"article-title":"Phosphorus, nitrogen and suspended sediment loss from soil to water from agricultural grassland","year":"2003","author":"lewis","key":"ref50"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.agee.2006.03.002"},{"journal-title":"M5PrimeLab M5&#x2019; regression tree and model tree toolbox for Matlab","year":"2010","author":"jekabsons","key":"ref59"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.2166\/hydro.2008.015"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhydrol.2011.10.039"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1623\/hysj.48.2.163.44699"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1046\/j.1365-2427.1997.d01-546.x"},{"key":"ref54","first-page":"163","article-title":"The NRCS curve number, a new look at an old tool","author":"fennessey","year":"2001","journal-title":"Proc Pennsylvania Stormwater Manage Symp"},{"journal-title":"Phosphorus Nitrogen and Suspended Sediment loss from Soil to Water from Agricultural Grassland","year":"2003","author":"keily","key":"ref53"},{"key":"ref52","first-page":"358","article-title":"NDVI response of cotton to nitrogen application rates in Georgia, USA","author":"vellidis","year":"2001","journal-title":"Precis Agricult"},{"journal-title":"Protecting Our Water Soil and Air A Code of Good Agricultural Practice for Farmers Growers and Land Managers","year":"2009","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/0378-3774(89)90039-5"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1080\/02626669509491431"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2011.11.006"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2014.09.017"},{"journal-title":"Agricultural Drainage Water Management in Arid and Semi-Arid Areas Food and Agriculture Organization of the United Nations","year":"2002","author":"tanji","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)IR.1943-4774.0000715"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-3774(02)00075-6"},{"key":"ref17","first-page":"17","article-title":"Overview on water reuse in Egypt: Present and future","volume":"14","author":"abdel-shafy","year":"2013","journal-title":"Sustain Sanitation Pract"},{"article-title":"Impacts of reuse irrigation on nutrient loadings and transport in urbanized drainage basins","year":"2012","author":"harper","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.agwat.2010.12.010"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-1694(02)00286-X"},{"key":"ref3","first-page":"247","article-title":"Combined application of organic matter and fertilizer","author":"vanlauwe","year":"2001","journal-title":"Proc Sustaining Soil Fertility West Africa Sustainingsoilf"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-009-6101-2_2"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-4290(03)00068-6"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.tree.2008.11.009"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.agee.2011.12.007"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolmodel.2006.02.007"},{"key":"ref9","first-page":"291","article-title":"Effects of agricultural non-point source pollution on eutrophica-tion of water body and its control measure","volume":"22","author":"quan","year":"2002","journal-title":"ACTA Ecological Sinica"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.2166\/hydro.2010.064"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolmodel.2005.08.045"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.4236\/am.2014.55079"},{"key":"ref47","first-page":"503","article-title":"Nitrate leaching from a potato field using adaptive network-based fuzzy inference system","volume":"15","author":"hosein","year":"2012","journal-title":"J Hydroinform"},{"key":"ref42","article-title":"Nutrient balance case studies of agricultural activities in south west Western Australia","author":"neville","year":"2004","journal-title":"Proc 7th Int River Symp"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/0022-1694(95)02951-6"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.5194\/bg-7-3311-2010"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsoft.2011.05.003"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08649631.pdf?arnumber=8649631","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,15]],"date-time":"2024-01-15T21:25:34Z","timestamp":1705353934000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8649631\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2901218","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2019]]}}}